О себе
Software engineer with a background in Electrical and Computer Engineering (BSc and MSc, Nazarbayev University, CGPA 3.70) and strong algorithmic foundations. Core stack: Python (ML, backend) and C/C++. Experienced in taking projects from prototype to production: model training, REST API with FastAPI, Docker containerization, CI/CD. Proficient in Linux and Git. First-authored peer-reviewed journal manuscript, mathematics olympiad medalist. English C1 (IELTS 7.5).
Опыт работы
Nazarbayev University
Research Assistant — Wireless Communications Group
Developed simulators and automated experiments (MATLAB/Python); first-authored peer-reviewed journal manuscript (under review).
- First-authored peer-reviewed journal manuscript (under review)
Проекты
ML Service: Video Classifier
Full pipeline from model to production: two-phase training (95.75% validation accuracy), REST API with FastAPI, Docker containerization, CI/CD via GitHub Actions (auto-build, tests, registry push). RTSP streaming inference, Prometheus/Grafana monitoring, structured service logging.
Real-Time Computer Vision Service
Object detection and tracking on live video streams; YAML-based configuration, headless server mode, stream reconnection handling.
DSP Pipeline in C++
Polyphase FIR interpolation with fixed-point (Q15) implementation and SNR analysis; cross-platform build (Linux/Windows), self-contained test suite; completed as a technical assignment.
Data Analysis and ML Classification
Data preparation and cleaning, EDA, benchmarking of five models (LR, LDA, RF, XGBoost, MLP); feature ablation, accuracy and robustness evaluation.
Образование
Nazarbayev University
2025 — 2027Electrical and Computer Engineering
МагистрNazarbayev University
2021 — 2025Electrical and Computer Engineering
БакалаврНаграды
Bronze, Asian Pacific Mathematics Olympiad (APMO) 2019
2019
National Mathematics Olympiad, Kazakhstan (2020, 2019)
2020